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Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses o...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690022/ https://www.ncbi.nlm.nih.gov/pubmed/31324741 http://dx.doi.org/10.1073/pnas.1902322116 |
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author | Suzuki, Yuta Kobayashi, Koya Wakisaka, Yoshifumi Deng, Dinghuan Tanaka, Shunji Huang, Chun-Jung Lei, Cheng Sun, Chia-Wei Liu, Hanqin Fujiwaki, Yasuhiro Lee, Sangwook Isozaki, Akihiro Kasai, Yusuke Hayakawa, Takeshi Sakuma, Shinya Arai, Fumihito Koizumi, Kenichi Tezuka, Hiroshi Inaba, Mary Hiraki, Kei Ito, Takuro Hase, Misa Matsusaka, Satoshi Shiba, Kiyotaka Suga, Kanako Nishikawa, Masako Jona, Masahiro Yatomi, Yutaka Yalikun, Yaxiaer Tanaka, Yo Sugimura, Takeaki Nitta, Nao Goda, Keisuke Ozeki, Yasuyuki |
author_facet | Suzuki, Yuta Kobayashi, Koya Wakisaka, Yoshifumi Deng, Dinghuan Tanaka, Shunji Huang, Chun-Jung Lei, Cheng Sun, Chia-Wei Liu, Hanqin Fujiwaki, Yasuhiro Lee, Sangwook Isozaki, Akihiro Kasai, Yusuke Hayakawa, Takeshi Sakuma, Shinya Arai, Fumihito Koizumi, Kenichi Tezuka, Hiroshi Inaba, Mary Hiraki, Kei Ito, Takuro Hase, Misa Matsusaka, Satoshi Shiba, Kiyotaka Suga, Kanako Nishikawa, Masako Jona, Masahiro Yatomi, Yutaka Yalikun, Yaxiaer Tanaka, Yo Sugimura, Takeaki Nitta, Nao Goda, Keisuke Ozeki, Yasuyuki |
author_sort | Suzuki, Yuta |
collection | PubMed |
description | Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses of chemical, structural, and morphological phenotypes of numerous living cells to provide systematic insights into biological processes. However, its utility is constrained by its requirement of fluorescent labeling for phenotyping. Here we present label-free chemical imaging flow cytometry to overcome the issue. It builds on a pulse pair-resolved wavelength-switchable Stokes laser for the fastest-to-date multicolor stimulated Raman scattering (SRS) microscopy of fast-flowing cells on a 3D acoustic focusing microfluidic chip, enabling an unprecedented throughput of up to ∼140 cells/s. To show its broad utility, we use the SRS imaging flow cytometry with the aid of deep learning to study the metabolic heterogeneity of microalgal cells and perform marker-free cancer detection in blood. |
format | Online Article Text |
id | pubmed-6690022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-66900222019-08-14 Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering Suzuki, Yuta Kobayashi, Koya Wakisaka, Yoshifumi Deng, Dinghuan Tanaka, Shunji Huang, Chun-Jung Lei, Cheng Sun, Chia-Wei Liu, Hanqin Fujiwaki, Yasuhiro Lee, Sangwook Isozaki, Akihiro Kasai, Yusuke Hayakawa, Takeshi Sakuma, Shinya Arai, Fumihito Koizumi, Kenichi Tezuka, Hiroshi Inaba, Mary Hiraki, Kei Ito, Takuro Hase, Misa Matsusaka, Satoshi Shiba, Kiyotaka Suga, Kanako Nishikawa, Masako Jona, Masahiro Yatomi, Yutaka Yalikun, Yaxiaer Tanaka, Yo Sugimura, Takeaki Nitta, Nao Goda, Keisuke Ozeki, Yasuyuki Proc Natl Acad Sci U S A PNAS Plus Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses of chemical, structural, and morphological phenotypes of numerous living cells to provide systematic insights into biological processes. However, its utility is constrained by its requirement of fluorescent labeling for phenotyping. Here we present label-free chemical imaging flow cytometry to overcome the issue. It builds on a pulse pair-resolved wavelength-switchable Stokes laser for the fastest-to-date multicolor stimulated Raman scattering (SRS) microscopy of fast-flowing cells on a 3D acoustic focusing microfluidic chip, enabling an unprecedented throughput of up to ∼140 cells/s. To show its broad utility, we use the SRS imaging flow cytometry with the aid of deep learning to study the metabolic heterogeneity of microalgal cells and perform marker-free cancer detection in blood. National Academy of Sciences 2019-08-06 2019-07-19 /pmc/articles/PMC6690022/ /pubmed/31324741 http://dx.doi.org/10.1073/pnas.1902322116 Text en Copyright © 2019 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | PNAS Plus Suzuki, Yuta Kobayashi, Koya Wakisaka, Yoshifumi Deng, Dinghuan Tanaka, Shunji Huang, Chun-Jung Lei, Cheng Sun, Chia-Wei Liu, Hanqin Fujiwaki, Yasuhiro Lee, Sangwook Isozaki, Akihiro Kasai, Yusuke Hayakawa, Takeshi Sakuma, Shinya Arai, Fumihito Koizumi, Kenichi Tezuka, Hiroshi Inaba, Mary Hiraki, Kei Ito, Takuro Hase, Misa Matsusaka, Satoshi Shiba, Kiyotaka Suga, Kanako Nishikawa, Masako Jona, Masahiro Yatomi, Yutaka Yalikun, Yaxiaer Tanaka, Yo Sugimura, Takeaki Nitta, Nao Goda, Keisuke Ozeki, Yasuyuki Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title | Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title_full | Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title_fullStr | Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title_full_unstemmed | Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title_short | Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering |
title_sort | label-free chemical imaging flow cytometry by high-speed multicolor stimulated raman scattering |
topic | PNAS Plus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690022/ https://www.ncbi.nlm.nih.gov/pubmed/31324741 http://dx.doi.org/10.1073/pnas.1902322116 |
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